no code implementations • 14 Sep 2023 • Isidoros Doxas, James Meiss, Steven Bottone, Tom Strelich, Andrew Plummer, Adrienne Breland, Simon Dennis, Kathy Garvin-Doxas, Michael Klymkowsky
When the order of the paragraphs is shuffled, the average no longer exhibits this property.
no code implementations • 6 Sep 2023 • Isidoros Doxas, James Meiss, Steven Bottone, Tom Strelich, Andrew Plummer, Adrienne Breland, Simon Dennis, Kathy Garvin-Doxas, Michael Klymkowsky
There is increasing evidence that human activity in general, and narrative in particular, can be treated as a dynamical system in the physics sense; a system whose evolution is described by an action integral, such that the average of all possible paths from point A to point B is given by the extremum of the action.
no code implementations • 17 Aug 2022 • Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor
Symbol detection is a fundamental and challenging problem in modern communication systems, e. g., multiuser multiple-input multiple-output (MIMO) setting.
no code implementations • 21 Dec 2021 • Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor
To demonstrate the performance of our framework, we combine it with the very recent neural decoders and show improved performance compared to the original models and traditional decoding algorithms on various codes.
no code implementations • NeurIPS 2014 • Ryan D. Turner, Steven Bottone, Bhargav Avasarala
We introduce a novel probabilistic tracking algorithm that incorporates combinatorial data association constraints and model-based track management using variational Bayes.
no code implementations • NeurIPS 2013 • Ryan D. Turner, Steven Bottone, Clay J. Stanek
We develop variational approximations to the posterior on change point times (formulated as run lengths) for efficient inference when the underlying model is not in the exponential family, and does not have tractable posterior predictive distributions.